Computational Intelligence and Bioinspired Systems: 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain, June 8-10, 2005. Proceedings

Front Matter....Pages -
Role of Function Complexity and Network Size in the Generalization Ability of Feedforward Networks....Pages 1-8
Analysis of the Sanger Hebbian Neural Network....Pages 9-16
Considering Multidimensional Information Through Vector Neural Networks....Pages 17-24
Combining Ant Colony Optimization with Dynamic Programming for Solving the k -Cardinality Tree Problem....Pages 25-33
A Basic Approach to Reduce the Complexity of a Self-generated Fuzzy Rule-Table for Function Approximation by Use of Symbolic Interpolation....Pages 34-41
Average Time Complexity of Estimation of Distribution Algorithms....Pages 42-49
A Comparison of Evolutionary Approaches to the Shortest Common Supersequence Problem....Pages 50-58
Simultaneous Evolution of Neural Network Topologies and Weights for Classification and Regression....Pages 59-66
Applying Bio-inspired Techniques to the p -Median Problem....Pages 67-74
Optimal Strategy for Resource Allocation of Two-Dimensional Potts Model Using Genetic Algorithm....Pages 75-82
Memetic Algorithms to Product-Unit Neural Networks for Regression....Pages 83-90
Lamarckian Clonal Selection Algorithm Based Function Optimization....Pages 91-98
Artificial Neural Networks Based on Brain Circuits Behaviour and Genetic Algorithms....Pages 99-106
Modeling Synaptic Transmission and Quantifying Information Transfer in the Granular Layer of the Cerebellum....Pages 107-114
The After-Hyperpolarization Amplitude and the Rise Time Constant of IPSC Affect the Synchronization Properties of Networks of Inhibitory Interneurons....Pages 115-121
TiViPE Simulation of a Cortical Crossing Cell Model....Pages 122-129
A Model of Spiking-Bursting Neuronal Behavior Using a Piecewise Linear Two-Dimensional Map....Pages 130-135
Real-Time Spiking Neural Network: An Adaptive Cerebellar Model....Pages 136-144
Modeling Neural Processes in Lindenmayer Systems....Pages 145-152
Modeling Stimulus Equivalence with Multi Layered Neural Networks....Pages 153-160
Instability of Attractors in Auto-associative Networks with Bio-inspired Fast Synaptic Noise....Pages 161-167
Lookup Table Powered Neural Event-Driven Simulator....Pages 168-175
Joint Kernel Maps....Pages 176-191
Statistical Ensemble Method (SEM): A New Meta-machine Learning Approach Based on Statistical Techniques....Pages 192-199
Neural Network Modeling by Subsampling....Pages 200-207
Balanced Boosting with Parallel Perceptrons....Pages 208-216
A Reinforcement Learning Algorithm Using Temporal Difference Error in Ant Model....Pages 217-224
Selection of Weights for Sequential Feed-Forward Neural Networks: An Experimental Study....Pages 225-232
Exploiting Multitask Learning Schemes Using Private Subnetworks....Pages 233-240
Co-evolutionary Learning in Liquid Architectures....Pages 241-248
Extended Sparse Nonnegative Matrix Factorization....Pages 249-256
Using a Mahalanobis-Like Distance to Train Radial Basis Neural Networks....Pages 257-263
Robustness of Radial Basis Functions....Pages 264-271
Improving Clustering Technique for Functional Approximation Problem Using Fuzzy Logic: ICFA Algorithm....Pages 272-279
Input Variable Selection in Hierarchical RBF Networks....Pages 280-288
Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach....Pages 289-296
Application of ANOVA to a Cooperative-Coevolutionary Optimization of RBFNs....Pages 297-305
Characterizing Self-developing Biological Neural Networks: A First Step Towards Their Application to Computing Systems....Pages 306-317
Cooperative Bees Swarm for Solving the Maximum Weighted Satisfiability Problem....Pages 318-325
Deriving Cortical Maps and Elastic Nets from Topology-Preserving Maps....Pages 326-332
Evolution of Cooperating ANNs Through Functional Phenotypic Affinity....Pages 333-340
Robust Growing Hierarchical Self Organizing Map....Pages 341-348
Web Usage Mining Using Support Vector Machine....Pages 349-356
Multi-kernel Growing Support Vector Regressor....Pages 357-365
Stability Results for Cellular Neural Networks with Time Delays....Pages 366-373
Global Exponential Stability Analysis in Cellular Neural Networks with Time-Varying Coefficients and Delays....Pages 374-381
Diversity and Multimodal Search with a Hybrid Two-Population GA: An Application to ANN Development....Pages 382-390
Identification of Fuzzy Systems with the Aid of Genetic Fuzzy Granulation....Pages 391-398
Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models....Pages 399-406
Genetically Optimized Hybrid Fuzzy Neural Networks with the Aid of TSK Fuzzy Inference Rules and Polynomial Neural Networks....Pages 407-415
IG-Based Genetically Optimized Fuzzy Polynomial Neural Networks....Pages 416-423
Hierarchical Neuro-fuzzy Models Based on Reinforcement Learning for Intelligent Agents....Pages 424-432
Interfacing with Patterned in Vitro Neural Networks by Means of Hybrid Glass-Elastomer Neurovectors: Progress on Neuron Placement, Neurite Outgrowth and Biopotential Measurements....Pages 433-437
Using Kolmogorov Inspired Gates for Low Power Nanoelectronics....Pages 438-445
CMOL CrossNets as Pattern Classifiers....Pages 446-454
Analog VLSI Implementation of Adaptive Synapses in Pulsed Neural Networks....Pages 455-462
Smart Sensing with Adaptive Analog Circuits....Pages 463-470
Spiking Neurons Computing Platform....Pages 471-478
Inter-spike-intervals Analysis of Poisson Like Hardware Synthetic AER Generation....Pages 479-485
Ultra Low-Power Neural Inspired Addition: When Serial Might Outperform Parallel Architectures....Pages 486-493
An Asynchronous 4-to-4 AER Mapper....Pages 494-501
Fast Optoelectronic Neural Network for Vision Applications....Pages 502-509
A Computational Tool to Test Neuromorphic Encoding Schemes for Visual Neuroprostheses....Pages 510-517
Test Infrastructure for Address-Event-Representation Communications....Pages 518-526
Automatic Generation of Bio-inspired Retina-Like Processing Hardware....Pages 527-533
Two Hardware Implementations of the Exhaustive Synthetic AER Generation Method....Pages 534-540
On the Design of a Parallel Genetic Algorithm Based on a Modified Survival Method for Evolvable Hardware....Pages 541-551
A Novel Approach for the Implementation of Large Scale Spiking Neural Networks on FPGA Hardware....Pages 552-563
A Quaternary CLB Design Using Quantum Device Technology on Silicon for FPGA Neural Network Architectures....Pages 564-571
A Dynamically-Reconfigurable FPGA Platform for Evolving Fuzzy Systems....Pages 572-581
FPGA Implementation of Hopfield Networks for Systems Identification....Pages 582-589
An FPGA-Based Adaptive Fuzzy Coprocessor....Pages 590-597
Cascade Ensembles....Pages 598-603
Ensembles of Multilayer Feedforward: Some New Results....Pages 604-611
Layered Network Computations by Parallel Nonlinear Processing....Pages 612-621
Fast Classification with Neural Networks via Confidence Rating....Pages 622-629
Characterization and Synthesis of Objects Using Growing Neural Gas....Pages 630-636
ARGEN + AREPO: Improving the Search Process with Artificial Genetic Engineering....Pages 637-645
Modelling Perceptual Discrimination....Pages 646-653
Memory Retrieval in a Neural Network with Chaotic Neurons and Dynamic Synapses....Pages 654-660
Neural Network Based 3D Model Reconstruction  with Highly Distorted Stereoscopic Sensors....Pages 661-668
Evolutionary Design of a Brain-Computer Interface....Pages 669-676
Vision-Based Walking Parameter Estimation for Biped Locomotion Imitation....Pages 677-684
Designing a Control System for an Autonomous Robot Using an Evolutionary Algorithm....Pages 685-692
Pruning Neural Networks for a Two-Link Robot Control System....Pages 693-700
Using PSOMs to Learn Inverse Kinematics Through Virtual Decomposition of the Robot....Pages 701-708
Highly Modular Architecture for the General Control of Autonomous Robots....Pages 709-716
Complex Behaviours Through Modulation in Autonomous Robot Control....Pages 717-724
Explorative Data Analysis Based on Self-organizing Maps and Automatic Map Analysis....Pages 725-733
A Novel Optimization of Profile HMM by a Hybrid Genetic Algorithm....Pages 734-741
Heuristic Search over a Ranking for Feature Selection....Pages 742-749
Intrinsic Dimensionality Maps with the PCASOM....Pages 750-757
The Curse of Dimensionality in Data Mining and Time Series Prediction....Pages 758-770
Obtaining a Complex Linguistic Data Summaries from Database Based on a New Linguistic Aggregation Operator....Pages 771-778
Bias and Variance of Rotation-Based Ensembles....Pages 779-786
Comparative Assessment of the Robustness of Missing Data Imputation Through Generative Topographic Mapping....Pages 787-794
Induction of Decision Trees Using an Internal Control of Induction....Pages 795-803
An Approach to Reduce the Cost of Evaluation in Evolutionary Learning....Pages 804-811
Efficient Design of Fixed Point Digital FIR Filters by Using Differential Evolution Algorithm....Pages 812-819
Manifold Constrained Finite Gaussian Mixtures....Pages 820-828
A Comparison of Gaussian Based ANNs for the Classification of Multidimensional Hyperspectral Signals....Pages 829-836
Voice Activity Detection Using Higher Order Statistics....Pages 837-844
Matched Filter as Pre-processing Tool for Multi-user Detection in DS-CDMA System....Pages 845-849
A Robust Multiple Feature Approach to Endpoint Detection in Car Environment Based on Advanced Classifiers....Pages 850-856
Canonical Correlation Analysis Using for DOA Estimation of Multiple Audio Sources....Pages 857-864
Multilayer Perceptrons Applied to Traffic Sign Recognition Tasks....Pages 865-872
Shape Classification Algorithm Using Support Vector Machines for Traffic Sign Recognition....Pages 873-880
A Practical License Plate Recognition System for Real-Time Environments....Pages 881-888
Matching Algorithm for Hangul Recognition Based on PDA....Pages 889-898
Block LDA for Face Recognition....Pages 899-905
Image Processing with CNN in a FPGA-Based Augmented Reality System for Visually Impaired People....Pages 906-912
A Gradient Descent MRI Illumination Correction Algorithm....Pages 913-920
Mutifractal Analysis of Electroencephalogram Time Series in Humans....Pages 921-926
Face Recognition with Improved Pairwise Coupling Support Vector Machines....Pages 927-934
Face Recognition System Based on PCA and Feedforward Neural Networks....Pages 935-942
A New Fuzzy Approach for Edge Detection....Pages 943-951
Fault Detection and Prediction of Clocks and Timers Based on Computer Audition and Probabilistic Neural Networks....Pages 952-959
Long Term Prediction of Product Quality in a Glass Manufacturing Process Using a Kernel Based Approach....Pages 960-967
Time Series Forecast with Anticipation Using Genetic Programming....Pages 968-975
Multi-modeling: A Different Way to Design Intelligent Predictors....Pages 976-984
Input and Structure Selection for k -NN Approximator....Pages 985-992
Nonlinear Robust Identification with ε – GA: FPS Under Several Norms Simultaneously....Pages 993-1001
Input Selection for Long-Term Prediction of Time Series....Pages 1002-1009
Direct and Recursive Prediction of Time Series Using Mutual Information Selection....Pages 1010-1017
Load Forecasting Using Fixed-Size Least Squares Support Vector Machines....Pages 1018-1026
TaSe Model for Long Term Time Series Forecasting....Pages 1027-1034
Connections Between ICA and Sparse Coding Revisited....Pages 1035-1042
Analysis of Variance of Three Contrast Functions in a Genetic Algorithm for Non-linear Blind Source Separation....Pages 1043-1050
Robust Processing of Microarray Data by Independent Component Analysis....Pages 1051-1058
Multichannel Blind Signal Separation in Semiconductor-Based GAS Sensor Arrays....Pages 1059-1066
Clustering of Signals Using Incomplete Independent Component Analysis....Pages 1067-1074
A Hybridization of Simulated Annealing and Local PCA for Automatic Component Assignment Within ICA....Pages 1075-1082
An ICA Approach to Detect Functionally Different Intra-regional Neuronal Signals in MEG Data....Pages 1083-1090
Filtering-Free Blind Separation of Correlated Images....Pages 1091-1099
Robust Blind Image Watermarking with Independent Component Analysis: A Embedding Algorithm....Pages 1100-1107
Adaptive Load Frequency Control with Dynamic Fuzzy Networks in Power Systems....Pages 1108-1115
Fault Fuzzy Rule Extraction from AC Motors by Neuro-fuzzy Models....Pages 1116-1123
Adaptive Power System Stabilizer Using ANFIS and Genetic Algorithms....Pages 1124-1131
Use of ANN in a Research Reactor Power Fuzzy Controller....Pages 1132-1139
The Use of Bayesian Networks for Subgrouping Heterogeneous Diseases....Pages 1140-1148
Graph Partitioning via Recurrent Multivalued Neural Networks....Pages 1149-1156
Dynamical Random Neural Network Approach to a Problem of Optimal Resource Allocation....Pages 1157-1163
Biometric Hand Recognition Using Neural Networks....Pages 1164-1171
Biometric Identification by Means of Hand Geometry and a Neural Net Classifier....Pages 1172-1179
Study of a Committee of Neural Networks for Biometric Hand-Geometry Recognition....Pages 1180-1187
An Evolutionary Environment for Wind Turbine Blade Design....Pages 1188-1196
Linguistic Properties Based on American Sign Language Recognition with Artificial Neural Networks Using a Sensory Glove and Motion Tracker....Pages 1197-1205
Crack Detection in Wooden Pallets Using the Wavelet Transform of the Histogram of Connected Elements....Pages 1206-1213
A Competitive-Based Method for Determining the Number of Groups: A Clinical Application....Pages 1214-1221
Knowledge Extraction from Neural Networks Using the All-Permutations Fuzzy Rule Base: The LED Display Recognition Problem....Pages 1222-1229
Controlling Force Based on Radial Fuzzy Functions in High-Speed Machining Processes....Pages 1230-1237
Sequential PN Acquisition Scheme Based on a Fuzzy Logic Controller....Pages 1238-1245
Fuzzy Logic System for Students’ Evaluation....Pages 1246-1253
Back Matter....Pages -